Run
289213

Run 289213

Task 1914 (Supervised Classification) postoperative-patient-data Uploaded 14-03-2015 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
0.3887
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5556
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.1215
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-67.5366
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2919
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4902
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6411
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6411
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.0169
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4336
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1546
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
942.9708
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)