Run
11566

Run 11566

Task 30 (Supervised Classification) page-blocks 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)_I3
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
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4236.9814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0148
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
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
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9695
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.503
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.3099[560.12868580782781014.7208839634673483.8854846559526906.75889678256981756.0556588021248]