Run
286732

Run 286732

Task 4279 (Supervised Classification) rmftsa_sleepdata Uploaded 13-03-2015 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
0.6677
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4802
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2842
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3130.3219
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2557
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10240
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4754
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5227
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5227
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7276
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4481
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.069
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1339.9935
UserCPU time millis
280
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
240
Cross-validation details (10 times 10-fold Crossvalidation)