Run
52955

Run 52955

Task 1757 (Learning Curve) waveform-5000 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
0.8332 ± 0.0248
Per class
Build CPU time
0.3789
Build memory
814722292.9714
F measure
0.7551 ± 0.0223
Per class
Kappa
0.6331 ± 0.0333
KB relative information score
0.6072 ± 0.0276
Mean absolute error
0.2029 ± 0.0151
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.7552 ± 0.0223
Per class
Predictive accuracy
0.7554 ± 0.0222
Prior entropy
1.5849 ± 0
Recall
0.7554 ± 0.0222
Per class
Relative absolute error
0.4565 ± 0.0339
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.3771 ± 0.0209
Root relative squared error
0.8 ± 0.0443
SciMark benchmark
1862.469