Run
222936

Run 222936

Task 1790 (Supervised Classification) nursery Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.HyperPipes(1)Weka implementation of HyperPipes

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
0.7891
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.5374
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.4607
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
-2088.4548
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2979
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
0.4919
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6244
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6244
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
1.091
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
0.3774
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.0215
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1321.6263
UserCPU time millis
20
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)