Run
270263

Run 270263

Task 1812 (Supervised Classification) heart-c Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.FT(1)Joao Gama (2004). Functional Trees. Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees.
weka.FT(1)_I15
weka.FT(1)_F0
weka.FT(1)_M15
weka.FT(1)_W0.0

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
0.8192
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7814
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5585
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
770.8839
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0927
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.782
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7822
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7822
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4625
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2704
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.8585
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1339.8573
UserCPU time millis
70
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (5 times 2-fold Crossvalidation)