Run
180050

Run 180050

Task 4595 (Supervised Classification) ada_prior Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.OLM(3)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(3)_R0
weka.OLM(3)_C1
weka.OLM(3)_U0

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
0.6265
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7501
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2928
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
14456.9154
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.228
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
45620
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
0.748
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.772
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.772
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6109
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4775
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1054
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
905.1217
UserCPU time millis
6390
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
720
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
5670
Cross-validation details (10 times 10-fold Crossvalidation)