Run
400231

Run 400231

Task 4643 (Supervised Classification) lymphoma_2classes Uploaded 16-04-2015 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
0.6945
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7376
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4762
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
205.0555
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2754
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
450
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
0.7398
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7378
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7378
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.551
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5064
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.013
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
898.5878
UserCPU time millis
90
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10 times 10-fold Crossvalidation)