Run
10584

Run 10584

Task 23 (Supervised Classification) cmc Uploaded 22-05-2014 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)_I1
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
0.6061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1987
Cross-validation details (10-fold Crossvalidation)
KB relative information score
387.142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3433
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.4861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2367
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
919.9972[562.8398363608846896.6752309353533483.6674820550281896.21881802907471760.5845701777503]