Run
503946

Run 503946

Task 7535 (Learning Curve) monks-problems-2 Uploaded 29-12-2015 by Joaquin Vanschoren
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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
0.9934 ± 0.0185
Per class
F measure
0.9668 ± 0.043
Per class
Kappa
0.9267 ± 0.0959
KB relative information score
556.9801 ± 5.7682
Mean absolute error
0.0309 ± 0.0406
Mean prior absolute error
0.4507 ± 0.0026
Number of instances
601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9672 ± 0.0425
Per class
Predictive accuracy
0.9667 ± 0.043
Prior entropy
0.9279
Recall
0.9667 ± 0.043
Per class
Relative absolute error
0.0686 ± 0.0903
Root mean prior squared error
0.4746 ± 0.0027
Root mean squared error
0.1535 ± 0.1111
Root relative squared error
0.3235 ± 0.2341
SciMark benchmark
945.1219
UserCPU time millis
80
UserCPU time millis training
80