Run
503959

Run 503959

Task 10060 (Learning Curve) JapaneseVowels 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
0.9531 ± 0.016
Per class
F measure
0.9725 ± 0.0056
Per class
Kappa
0.8983 ± 0.0206
KB relative information score
8578.7684 ± 26.4569
Mean absolute error
0.0337 ± 0.0061
Mean prior absolute error
0.2716 ± 0.0003
Number of instances
9961
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.9725 ± 0.0055
Per class
Predictive accuracy
0.9727 ± 0.0057
Prior entropy
0.6393
Recall
0.9727 ± 0.0057
Per class
Relative absolute error
0.1242 ± 0.0224
Root mean prior squared error
0.3685 ± 0.0005
Root mean squared error
0.16 ± 0.0146
Root relative squared error
0.4341 ± 0.0397
SciMark benchmark
1204.6541
UserCPU time millis
3880
UserCPU time millis testing
10
UserCPU time millis training
3870