Run
1610433

Run 1610433

Task 3528 (Supervised Classification) la2s.wc Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.IB1(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

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
0.6572
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4214
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1086.5449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1911
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4267
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.4267
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7198
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1999
Cross-validation details (10-fold Crossvalidation)
Total cost