Run
241888

Run 241888

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 02-03-2015 by Joaquin Vanschoren
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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
0.3123
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.5336
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
-0.1693
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
-81.8384
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3214
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
450
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4988
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.5778
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.5778
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
1.1196
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4747
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.2643
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1334.8495
UserCPU time millis
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)