Run
1842913

Run 1842913

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Yiming Lin
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Flow

weka.IBk(10)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(10)_K1
weka.IBk(10)_W0
weka.IBk(10)_Xtrue
weka.IBk(10)_Atrue
weka.IBk(10)_output-debug-infotrue
weka.IBk(10)_num-decimal-places6

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
0.6157
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.3146
Cross-validation details (10-fold Crossvalidation)
F measure
0.7906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2344
Cross-validation details (10-fold Crossvalidation)
KB relative information score
650.6004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2081
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
0.7893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2295
Cross-validation details (10-fold Crossvalidation)
Total cost
2636
Cross-validation details (10-fold Crossvalidation)