Run
28801

Run 28801

Task 280 (Supervised Classification) heart-h Uploaded 09-10-2014 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)_I40
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
0.888
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.049
Cross-validation details (33% Holdout set)
Build memory
1219942800
Cross-validation details (33% Holdout set)
F measure
0.8117
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5874
Cross-validation details (33% Holdout set)
KB relative information score
44.5784
Cross-validation details (33% Holdout set)
Mean absolute error
0.0977
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1867
Cross-validation details (33% Holdout set)
Number of instances
97
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
0.812
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8144
Cross-validation details (33% Holdout set)
Prior entropy
1.0314
Cross-validation details (33% Holdout set)
Recall
0.8144
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5231
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3038
Cross-validation details (33% Holdout set)
Root mean squared error
0.2257
Cross-validation details (33% Holdout set)
Root relative squared error
0.743
Cross-validation details (33% Holdout set)
SciMark benchmark
923.5856