Run
270262

Run 270262

Task 1814 (Supervised Classification) heart-h 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
0.8467
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7993
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5665
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
736.2366
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0847
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1470
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8003
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7986
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7986
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4534
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2518
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.8291
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
932.0242
UserCPU time millis
60
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
50
Cross-validation details (5 times 2-fold Crossvalidation)