Run
1590640

Run 1590640

Task 3518 (Supervised Classification) tr45.wc Uploaded 18-07-2016 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
0.6529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4002
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
246.0238
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.4203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3405
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1613
Cross-validation details (10-fold Crossvalidation)
Total cost