Run
503388

Run 503388

Task 10087 (Learning Curve) sylva_prior Uploaded 28-12-2015 by Jan van Rijn
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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
0.9665 ± 0.0202
Per class
F measure
0.9915 ± 0.0016
Per class
Kappa
0.9264 ± 0.0141
KB relative information score
12681.2726 ± 37.4325
Mean absolute error
0.0112 ± 0.0019
Mean prior absolute error
0.1156 ± 0.0003
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.9915 ± 0.0016
Per class
Predictive accuracy
0.9915 ± 0.0017
Prior entropy
0.3338
Recall
0.9915 ± 0.0017
Per class
Relative absolute error
0.0971 ± 0.0163
Root mean prior squared error
0.2403 ± 0.0006
Root mean squared error
0.0898 ± 0.0093
Root relative squared error
0.3736 ± 0.0394
SciMark benchmark
1317.3998
UserCPU time millis
11500
UserCPU time millis testing
10
UserCPU time millis training
11490