Run
1842476

Run 1842476

Task 125970 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Khanh Nguyen
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Flow

weka.MultiClassClassifier_RandomForest(1)Weka implementation of MultiClassClassifier
weka.RandomForest(9)_I200
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_depth4
weka.RandomForest(9)_num-slots1
weka.MultiClassClassifier_RandomForest(1)_M0
weka.MultiClassClassifier_RandomForest(1)_R2.0
weka.MultiClassClassifier_RandomForest(1)_S1
weka.MultiClassClassifier_RandomForest(1)_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
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.031
Cross-validation details (10-fold Crossvalidation)
KB relative information score
549.2751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2373
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
0.8389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8918
Cross-validation details (10-fold Crossvalidation)