Run
261731

Run 261731

Task 4279 (Supervised Classification) rmftsa_sleepdata Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.ConjunctiveRule(3)Weka implementation of ConjunctiveRule
weka.ConjunctiveRule(3)_N3
weka.ConjunctiveRule(3)_M2.0
weka.ConjunctiveRule(3)_P-1
weka.ConjunctiveRule(3)_S1

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
0.6049
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.3752
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.185
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1049.4381
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3315
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
0.318
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4622
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4622
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9433
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
0.4091
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.976
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1284.2094
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)