Run
34290

Run 34290

Task 280 (Supervised Classification) heart-h Uploaded 18-10-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I80
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9035
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.537
Cross-validation details (33% Holdout set)
Build memory
338141112
Cross-validation details (33% Holdout set)
F measure
0.7843
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5233
Cross-validation details (33% Holdout set)
KB relative information score
42.4708
Cross-validation details (33% Holdout set)
Mean absolute error
0.1025
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
0.7947
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7938
Cross-validation details (33% Holdout set)
Prior entropy
1.0314
Cross-validation details (33% Holdout set)
Recall
0.7938
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.549
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3038
Cross-validation details (33% Holdout set)
Root mean squared error
0.2261
Cross-validation details (33% Holdout set)
Root relative squared error
0.7444
Cross-validation details (33% Holdout set)
SciMark benchmark
939.2367