Run
182268

Run 182268

Task 4391 (Supervised Classification) house_16H 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
0.5012
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5849
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0033
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
52996.64
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2972
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
227840
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
0.6106
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7028
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7028
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7131
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5452
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1943
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1308.9788
UserCPU time millis
168750
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
28030
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
140720
Cross-validation details (10 times 10-fold Crossvalidation)