Run
52923

Run 52923

Task 2097 (Learning Curve) satimage 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
0.9376 ± 0.0062
Per class
Build CPU time
0.2838
Build memory
3647823696.9714
F measure
0.8637 ± 0.0147
Per class
Kappa
0.8357 ± 0.0184
KB relative information score
0.8152 ± 0.0191
Mean absolute error
0.0576 ± 0.0065
Mean prior absolute error
0.2701 ± 0
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8628 ± 0.0146
Per class
Predictive accuracy
0.8675 ± 0.0148
Prior entropy
2.4834 ± 0.0009
Recall
0.8675 ± 0.0148
Per class
Relative absolute error
0.2132 ± 0.024
Root mean prior squared error
0.3675 ± 0
Root mean squared error
0.1999 ± 0.0103
Root relative squared error
0.5441 ± 0.0279
SciMark benchmark
1629.4508