Some fragments disappear when turning the screen on Android

I have a four fragments, when turning the screen disappears one, if I turn again disappear two and appears the one that was missing in the beginning and finally all disappear except for one, the strangest thing of all is that this only happens in a version of android lower than the 23 or Marshmallow because in version 23 works perfectly, the fragments do not disappear.

I leave some captures and my build.gradle When starting

When turning for the first time This is my build.gradle

    apply plugin: 'com.android.application'

android {
    compileSdkVersion 25
    buildToolsVersion "25.0.2"
    defaultConfig {
        applicationId "com.alphemsoft.education.regression"
        minSdkVersion 14
        targetSdkVersion 25
        versionCode 11
        versionName "1.1"
        testInstrumentationRunner "android.support.test.runner.AndroidJUnitRunner"
    }
    buildTypes {
//        release {
//            minifyEnabled false
//            proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro'
//        }

        release {
            debuggable false
            minifyEnabled true
//            shrinkResources true
            proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro'
        }

        debug {
            debuggable true
            minifyEnabled true
//            shrinkResources true
            proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro'
        }


    }
}

configurations.all {
    resolutionStrategy.force 'com.google.code.findbugs:jsr305:3.0.1'
}

dependencies {
    compile fileTree(dir: 'libs', include: ['*.jar'])
    androidTestCompile('com.android.support.test.espresso:espresso-core:2.2.2', {
        exclude group: 'com.android.support', module: 'support-annotations'
    })

    //    compile 'com.github.bluejamesbond:textjustify-android:+'


    compile 'com.android.support:appcompat-v7:+'
    compile 'com.android.support:design:+'
    compile 'com.android.support:support-v4:+'
    compile 'com.github.PhilJay:MPAndroidChart:v3.0.1'
    compile 'com.android.support:cardview-v7:+'
    compile 'com.codesgood:justifiedtextview:1.0.2'
    compile 'de.psdev.licensesdialog:licensesdialog:1.8.1'
    compile 'com.google.firebase:firebase-ads:10.0.1'
    compile 'rongi.rotate-layout:rotate-layout:2.0.0'
    compile 'io.github.kobakei:ratethisapp:1.1.2'
    compile 'com.github.yavski:fab-speed-dial:1.0.7'
    testCompile 'junit:junit:4.12'
}

apply plugin: 'com.google.gms.google-services'

Thanks pro for your help in advance

This is the code I use to create the first fragment

mBundle=new Bundle();
        mBundle.putBoolean("es_tablet",esTablet);
        main = getFragmentManager().getFragment(inState,"myfragment");
        miFragmentManager.beginTransaction().replace(R.id.content_main, main).commit();

This is the code I use to move from the first fragment to the second

if (botonAceptarPulsado==true){
                mBundle.putBoolean("botonPulsado",botonAceptarPulsado);
//                fragmentDatos.setArguments(mBundle);

                if (fragmentDatos.getArguments()==null){
                    fragmentDatos.setArguments(mBundle);
                }else {
                    getFragmentManager().beginTransaction().detach(fragmentDatos).commit();
                    fragmentDatos.getArguments().putAll(mBundle);
                    getFragmentManager().beginTransaction().attach(fragmentDatos).commit();
                }
                botonAceptarPulsado=false;
            }else{
                mBundle.putBoolean("botonPulsado",botonAceptarPulsado);


//                getFragmentManager().beginTransaction().detach(fragmentDatos);
                if (fragmentDatos.getArguments()==null){
                    fragmentDatos.setArguments(mBundle);
                }else {
                    getFragmentManager().beginTransaction().detach(fragmentDatos).commit();
                    fragmentDatos.getArguments().putAll(mBundle);
                    getFragmentManager().beginTransaction().attach(fragmentDatos).commit();
                    if (tipoDeRegression.equals("lineal")){
                        ((RadioButton)fragmentDatos.getView().findViewById(R.id.rb_lineal)).setChecked(true);
                    }else if (tipoDeRegression.equals("potencial")){
                        ((RadioButton)fragmentDatos.getView().findViewById(R.id.rb_potencial)).setChecked(true);
                    }
                }
            }

To go from second to third

if (getResources().getBoolean(R.bool.es_tablet)==true){
                ((MainFragment)(getFragmentManager().findFragmentByTag("fragment_main"))).llenarListaDeArchivos();

                getFragmentManager().beginTransaction().replace(R.id.content_resultados,resultadosFragmento).addToBackStack(null).commit();

Finally to go from third to last

getFragmentManager().beginTransaction().replace(R.id.content_graficos,graficoFragment).addToBackStack(null).commit();