Run
22477

Run 22477

Task 4 (Supervised Classification) labor Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(1)_I160
weka.Bagging_OneR(1)_P100
weka.Bagging_OneR(1)_S1
weka.Bagging_OneR(1)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(1)_num-slots1
weka.OneR(1)_B6

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
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.9794
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2314
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.8132
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
897.3216[554.960410480052960.5957538403467483.0147548568529913.71210817040291574.3249276983709]