Run
1664475

Run 1664475

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

weka.A1DE(28)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(28)_F1
weka.A1DE(28)_M1.0

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
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1579.2235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.089
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
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2076
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4363
Cross-validation details (10-fold Crossvalidation)