Run
238835

Run 238835

Task 4229 (Supervised Classification) fbis.wc Uploaded 02-03-2015 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
0.8976
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7524
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7309
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
17586.2229
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0316
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1047
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
24630
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
0.7546
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7626
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.5848
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7626
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3017
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2288
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1601
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6997
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1342.362
UserCPU time millis
94570
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
170
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
94400
Cross-validation details (10 times 10-fold Crossvalidation)