Run
1842858

Run 1842858

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Pepijn Obels
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Flow

weka.RandomTree(12)Weka implementation of RandomTree
weka.RandomTree(12)_K1
weka.RandomTree(12)_M1.0
weka.RandomTree(12)_V0.001
weka.RandomTree(12)_S1
weka.RandomTree(12)_depth3
weka.RandomTree(12)_output-debug-infotrue
weka.RandomTree(12)_num-decimal-places5
weka.RandomTree(12)_batch-size10

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
0.5997
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
8.1533
Cross-validation details (10-fold Crossvalidation)
F measure
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-649.6473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2671
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
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3665
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9881
Cross-validation details (10-fold Crossvalidation)
Total cost
68308
Cross-validation details (10-fold Crossvalidation)