Run
503939

Run 503939

Task 1714 (Learning Curve) breast-w Uploaded 29-12-2015 by Jan van Rijn
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Flow

weka.BFTree(4)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(4)_PPOSTPRUNED
weka.BFTree(4)_M2
weka.BFTree(4)_N5
weka.BFTree(4)_Ctrue
weka.BFTree(4)_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
0.9567 ± 0.0234
Per class
F measure
0.9558 ± 0.0244
Per class
Kappa
0.9023 ± 0.0531
KB relative information score
610.5314 ± 3.363
Mean absolute error
0.0585 ± 0.0196
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.956 ± 0.0229
Per class
Predictive accuracy
0.9557 ± 0.0247
Prior entropy
0.9297
Recall
0.9557 ± 0.0247
Per class
Relative absolute error
0.1294 ± 0.0434
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.2005 ± 0.0604
Root relative squared error
0.4218 ± 0.127
SciMark benchmark
1633.8666
UserCPU time millis
10
UserCPU time millis training
10