Run
1665555

Run 1665555

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.OLM(4)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(4)_R0
weka.OLM(4)_C1
weka.OLM(4)_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.

17 Evaluation measures

Area under ROC curve
0.5033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
401.8781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3447
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7607
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5871
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2336
Cross-validation details (10-fold Crossvalidation)