Run
1842356

Run 1842356

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Kevin Chang
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Flow

weka.FilteredClassifier_Bagging_RandomForest(1)Weka implementation of FilteredClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_P100
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_I10
weka.Bagging_RandomForest(9)_Wweka.classifiers.trees.RandomForest
weka.FilteredClassifier_Bagging_RandomForest(1)_Fweka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 500.0 -S 1
weka.FilteredClassifier_Bagging_RandomForest(1)_Wweka.classifiers.meta.Bagging

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
432.0337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2328
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8651
Cross-validation details (10-fold Crossvalidation)