Run
30348

Run 30348

Task 285 (Supervised Classification) vote Uploaded 13-10-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9988
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.1
Cross-validation details (33% Holdout set)
Build memory
1127254880
Cross-validation details (33% Holdout set)
F measure
0.993
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9853
Cross-validation details (33% Holdout set)
KB relative information score
129.5967
Cross-validation details (33% Holdout set)
Mean absolute error
0.0523
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4739
Cross-validation details (33% Holdout set)
Number of instances
143
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9931
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.993
Cross-validation details (33% Holdout set)
Prior entropy
0.9627
Cross-validation details (33% Holdout set)
Recall
0.993
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1104
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4865
Cross-validation details (33% Holdout set)
Root mean squared error
0.1162
Cross-validation details (33% Holdout set)
Root relative squared error
0.2389
Cross-validation details (33% Holdout set)
SciMark benchmark
934.1092