Run
194076

Run 194076

Task 1790 (Supervised Classification) nursery Uploaded 26-02-2015 by Joaquin Vanschoren
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

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
0.988
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.925
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8905
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
56008.514
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0473
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
64800
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
0.9253
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9255
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9255
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.1731
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1475
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.3993
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1315.395
UserCPU time millis
10710
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
10660
Cross-validation details (5 times 2-fold Crossvalidation)