Run
24915

Run 24915

Task 31 (Supervised Classification) credit-g Uploaded 19-07-2014 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)_I20
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
0.6929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
212.1587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.6983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0341
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
933.2955[554.431243089541994.3008483142872482.58056402979616892.5570199707421742.608053324618]