Run
176179

Run 176179

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 21-02-2015 by Jan van Rijn
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Flow

weka.PART(3)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(3)_C0.25
weka.PART(3)_M2
weka.PART(3)_Q1

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
0.6977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14108.1449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3534
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5415
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5415
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9722
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1384.4418
UserCPU time millis
177080
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
171410
Cross-validation details (10-fold Crossvalidation)