Run
22591

Run 22591

Task 2076 (Supervised Classification) kropt Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I40
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15772.4036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0694
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
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
0.7206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.7154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1709
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7661
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
883.7324[548.3309157930131997.3887608680599433.6598519369146889.52832583882961549.7540983832075]