Run
473954

Run 473954

Task 4237 (Supervised Classification) tr12.wc Uploaded 08-09-2015 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
0.9081
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8143
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7874
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2459.3429
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0468
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2079
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3130
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8217
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8246
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.7783
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8246
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2252
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3222
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.206
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6393
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
934.3687
UserCPU time millis
9400
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
9390
Cross-validation details (10 times 10-fold Crossvalidation)