OpenML
11128

Run 11128

Task 23 (Supervised Classification) cmc Uploaded 22-05-2014 by Joaquin Vanschoren
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weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I33
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.6786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
352.1485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3587
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5051
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5051
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9937
Cross-validation details (10-fold Crossvalidation)