Run
19906

Run 19906

Task 47 (Supervised Classification) tae Uploaded 18-06-2014 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)_I20
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
0.6638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3861
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.4717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.4702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.869
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9906
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.8323[556.73178976750961003.0999501163338481.0671011934597898.98487143916431744.2776301949953]