Run
235275

Run 235275

Task 4437 (Supervised Classification) fri_c4_100_25 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
0.7039
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7113
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4182
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
403.8264
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2976
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1000
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
0.7114
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.712
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.712
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.599
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5202
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0438
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1327.9952
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)