Run
239388

Run 239388

Task 1790 (Supervised Classification) nursery Uploaded 02-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.9827
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.931
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.9001
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
38864.7904
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1445
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
0.9314
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9318
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9318
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5294
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
0.204
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.552
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1370.6464
UserCPU time millis
720
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
700
Cross-validation details (5 times 2-fold Crossvalidation)