Run
20971

Run 20971

Task 40 (Supervised Classification) glass Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I80
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(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
0.6837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.3234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1837
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.4412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.472
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.472
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9316
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.2267[554.9604525776903986.4116168953691469.4979185935094879.97311830683271700.2906335441985]