Run
284136

Run 284136

Task 1790 (Supervised Classification) nursery Uploaded 10-03-2015 by Joaquin Vanschoren
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Flow

weka.FT(1)Joao Gama (2004). Functional Trees. Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees.
weka.FT(1)_I15
weka.FT(1)_F0
weka.FT(1)_M15
weka.FT(1)_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
0.9806
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9485
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.9247
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
59831.7989
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0223
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
0.9485
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9486
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9486
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.0818
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
0.1332
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.3604
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1315.933
UserCPU time millis
4150
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
590
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
3560
Cross-validation details (5 times 2-fold Crossvalidation)