Run
1840546

Run 1840546

Task 125968 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by J B
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
5.9708
Cross-validation details (10-fold Crossvalidation)
F measure
0.8082
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-165.5509
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2133
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
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0083
Cross-validation details (10-fold Crossvalidation)
Total cost
50023
Cross-validation details (10-fold Crossvalidation)