Run
238404

Run 238404

Task 235 (Supervised Classification) arrhythmia Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_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.

22 Evaluation measures

Area under ROC curve
0.8059
Per class
Cross-validation details (33% Holdout set)
F measure
0.704
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6051
Cross-validation details (33% Holdout set)
KB relative information score
78.784
Cross-validation details (33% Holdout set)
Mean absolute error
0.0456
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0878
Cross-validation details (33% Holdout set)
Number of instances
149
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6921
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7383
Cross-validation details (33% Holdout set)
Prior entropy
2.5222
Cross-validation details (33% Holdout set)
Recall
0.7383
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5196
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.211
Cross-validation details (33% Holdout set)
Root mean squared error
0.1713
Cross-validation details (33% Holdout set)
Root relative squared error
0.8118
Cross-validation details (33% Holdout set)
SciMark benchmark
1353.1316
UserCPU time millis
880
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
870
Cross-validation details (33% Holdout set)