Run
12400

Run 12400

Task 40 (Supervised Classification) glass Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K10
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.0101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1226
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2606
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8032
Cross-validation details (10-fold Crossvalidation)
Total cost