Run
289559

Run 289559

Task 4423 (Supervised Classification) boston Uploaded 15-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.KStar(3)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(3)_B20
weka.KStar(3)_Ma

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.

22 Evaluation measures

Area under ROC curve
0.9116
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8429
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6749
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3410.4366
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1568
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5060
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8431
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8437
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8437
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3234
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3564
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7239
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1288.1375
UserCPU time millis
4230
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
4230
Cross-validation details (10 times 10-fold Crossvalidation)