Run
1840580

Run 1840580

Task 125966 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by Marten Kenbeek
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I200
weka.RandomForest(9)_K0
weka.RandomForest(9)_S574294301
weka.RandomForest(9)_num-slots8

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
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
990.2347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2187
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
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8571
Cross-validation details (10-fold Crossvalidation)