Run
329359

Run 329359

Task 1906 (Supervised Classification) nursery Uploaded 26-03-2015 by Joaquin Vanschoren
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Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_M2

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
0.9954
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.971
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.958
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
123196.6697
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0152
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
129600
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9708
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9714
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9714
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0556
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0944
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2555
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1299.6719
UserCPU time millis
180
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10 times 10-fold Crossvalidation)