Run
505736

Run 505736

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 14-01-2016 by Casey Davis
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_Utrue
weka.J48(33)_M10
weka.J48(33)_Atrue

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
0.7408
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
260.1479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2915
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.4929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8295
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9211
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1234.6458
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)