Run
316167

Run 316167

Task 4503 (Supervised Classification) fri_c1_250_10 Uploaded 21-03-2015 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
0.8667
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8545
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.704
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1727.5499
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1535
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.8555
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8552
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8552
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3114
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.37
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7453
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1280.6338
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)