Run
280602

Run 280602

Task 4484 (Supervised Classification) fri_c3_100_5 Uploaded 08-03-2015 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
0.7191
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7518
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.496
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
442.0641
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2799
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
1000
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
0.7517
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.752
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.752
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5678
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
0.4777
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9624
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
912.7324
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)