Run
578218

Run 578218

Task 2075 (Supervised Classification) abalone Uploaded 03-06-2016 by Jan van Rijn
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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)_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
0.7438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1465
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1015.2306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0556
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.2308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1338.025
UserCPU time millis
103740
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
103740
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)