OpenML
14478

Run 14478

Task 6 (Supervised Classification) letter Uploaded 23-05-2014 by Joaquin Vanschoren
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Flow

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.

19 Evaluation measures

Area under ROC curve
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18419.9197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0132
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3338
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.8178[560.66883299690021015.5230404536866489.62239053623813912.12245438067161761.152276377127]