Run
578590

Run 578590

Task 6 (Supervised Classification) letter Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.PART(4)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(4)_C0.25
weka.PART(4)_M2
weka.PART(4)_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
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17718.8214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8865
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8865
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1338.1421
UserCPU time millis
16130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
380
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15750
Cross-validation details (10-fold Crossvalidation)