Run
1841914

Run 1841914

Task 125966 (Supervised Classification) SpeedDating Uploaded 02-12-2016 by Johann Slabber
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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)_K10
weka.IBk(7)_W0
weka.IBk(7)_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
0.7183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1396
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-176.5857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2332
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
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.954
Cross-validation details (10-fold Crossvalidation)