Run
6258

Run 6258

Task 135 (Supervised Classification) BNG(labor,nominal,1000000) Uploaded 15-05-2014 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)_I10
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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
892340.038
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0509
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4576
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000000
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
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.938
Cross-validation details (10-fold Crossvalidation)
Recall
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4784
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3508
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.1834[563.56724519425261016.0584738187666480.8517328185388912.12245438067161758.3172656914378]