Run
1842296

Run 1842296

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

weka.FilteredClassifier_RandomForest(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_RandomForest(1)_Fweka.filters.supervised.attribute.Discretize -R first-last -precision 6
weka.FilteredClassifier_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(10)_P100
weka.RandomForest(10)_I100
weka.RandomForest(10)_num-slots1
weka.RandomForest(10)_K0
weka.RandomForest(10)_M1.0
weka.RandomForest(10)_V0.001
weka.RandomForest(10)_S1

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
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
934.3326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2207
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
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8637
Cross-validation details (10-fold Crossvalidation)