Run
1842299

Run 1842299

Task 125966 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_RandomForest(2)Weka implementation of FilteredClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.FilteredClassifier_RandomForest(2)_Fweka.filters.supervised.instance.ClassBalancer
weka.FilteredClassifier_RandomForest(2)_Wweka.classifiers.trees.RandomForest

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
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1779.5783
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2713
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
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9029
Cross-validation details (10-fold Crossvalidation)
Total cost