Run
191240

Run 191240

Task 235 (Supervised Classification) arrhythmia Uploaded 26-02-2015 by Joaquin Vanschoren
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Flow

weka.LibLINEAR(1)Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
weka.LibLINEAR(1)_S1
weka.LibLINEAR(1)_C1.0
weka.LibLINEAR(1)_E0.001
weka.LibLINEAR(1)_B1.0

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
0.7014
Per class
Cross-validation details (33% Holdout set)
F measure
0.6049
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4556
Cross-validation details (33% Holdout set)
KB relative information score
66.6959
Cross-validation details (33% Holdout set)
Mean absolute error
0.0411
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6392
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6711
Cross-validation details (33% Holdout set)
Prior entropy
2.5222
Cross-validation details (33% Holdout set)
Recall
0.6711
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.468
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.211
Cross-validation details (33% Holdout set)
Root mean squared error
0.2028
Cross-validation details (33% Holdout set)
Root relative squared error
0.9608
Cross-validation details (33% Holdout set)
SciMark benchmark
939.449
UserCPU time millis
2130
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
2120
Cross-validation details (33% Holdout set)