Run
52947

Run 52947

Task 1735 (Learning Curve) segment 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
0.9853 ± 0.0081
Per class
Build CPU time
0.0839
Build memory
862755175.1333
F measure
0.9601 ± 0.0138
Per class
Kappa
0.9535 ± 0.0161
KB relative information score
0.9523 ± 0.014
Mean absolute error
0.0144 ± 0.0035
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9601 ± 0.0135
Per class
Predictive accuracy
0.9602 ± 0.0138
Prior entropy
2.8074
Recall
0.9602 ± 0.0138
Per class
Relative absolute error
0.0587 ± 0.0144
Root mean prior squared error
0.3499
Root mean squared error
0.1026 ± 0.017
Root relative squared error
0.2931 ± 0.0485
SciMark benchmark
1862.469