Run
71411

Run 71411

Task 3754 (Supervised Classification) sleuth_case1202 Uploaded 01-12-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I40
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0044
Cross-validation details (10-fold Crossvalidation)
Build memory
615299320.7742
Cross-validation details (10-fold Crossvalidation)
F measure
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.21
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1978
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.475
Cross-validation details (10-fold Crossvalidation)
Number of instances
93
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
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9645
Cross-validation details (10-fold Crossvalidation)
Recall
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4871
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.782
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.6012