Run
1842268

Run 1842268

Task 125966 (Supervised Classification) SpeedDating Uploaded 04-12-2016 by Aleksandr Popov
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.KStar(4)John G. Cleary, Leonard E. Trigg: K*: An Instance-based Learner Using an Entropic Distance Measure. In: 12th International Conference on Machine Learning, 108-114, 1995.
weka.KStar(4)_B20
weka.KStar(4)_Etrue
weka.KStar(4)_Ma
weka.KStar(4)_num-decimal-places4

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
0.628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-930.4293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2348
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
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1799
Cross-validation details (10-fold Crossvalidation)