Run
218991

Run 218991

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

weka.Id3(3)R. Quinlan (1986). Induction of decision trees. Machine Learning. 1(1):81-106.

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
0.97
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9575
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.9386
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
60175.6005
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0167
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
0.9578
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9581
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9581
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.0613
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
0.1294
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.3502
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1304.9611
UserCPU time millis
40
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (5 times 2-fold Crossvalidation)