Run
52938

Run 52938

Task 1720 (Learning Curve) car Uploaded 07-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.BFTree(2)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(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_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.

21 Evaluation measures

Area under ROC curve
0.9891 ± 0.0089
Per class
Build CPU time
0.0578
Build memory
3802040258.5455
F measure
0.9707 ± 0.0099
Per class
Kappa
0.9359 ± 0.0216
KB relative information score
0.9324 ± 0.0254
Mean absolute error
0.0153 ± 0.0053
Mean prior absolute error
0.229 ± 0.0007
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9711 ± 0.0096
Per class
Predictive accuracy
0.9705 ± 0.01
Prior entropy
1.2058 ± 0.0093
Recall
0.9705 ± 0.01
Per class
Relative absolute error
0.0666 ± 0.0229
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.1093 ± 0.0225
Root relative squared error
0.3231 ± 0.0662
SciMark benchmark
1629.4508