Run
1842271

Run 1842271

Task 125966 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Aleksandr Popov
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K2
weka.IBk(7)_Etrue
weka.IBk(7)_W0
weka.IBk(7)_Xtrue
weka.IBk(7)_Atrue
weka.IBk(7)_num-decimal-places3

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
0.6732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
126.637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2086
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0559
Cross-validation details (10-fold Crossvalidation)