Run
271697

Run 271697

Task 4226 (Supervised Classification) oh15.wc Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.BFTree(3)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(3)_PPOSTPRUNED
weka.BFTree(3)_M2
weka.BFTree(3)_N5
weka.BFTree(3)_Ctrue
weka.BFTree(3)_S1

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
0.876
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7469
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7114
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6484.8836
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0573
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
9130
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
0.756
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7461
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.2121
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7461
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3241
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2064
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6945
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
932.0242
UserCPU time millis
82000
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
82000
Cross-validation details (10 times 10-fold Crossvalidation)