Run
503951

Run 503951

Task 10049 (Learning Curve) delta_ailerons Uploaded 29-12-2015 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
0.942 ± 0.0105
Per class
F measure
0.9373 ± 0.0091
Per class
Kappa
0.874 ± 0.0184
KB relative information score
5755.6261 ± 15.2005
Mean absolute error
0.1073 ± 0.0114
Mean prior absolute error
0.4981 ± 0
Number of instances
7129
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.9374 ± 0.0092
Per class
Predictive accuracy
0.9373 ± 0.0091
Prior entropy
0.9973
Recall
0.9373 ± 0.0091
Per class
Relative absolute error
0.2155 ± 0.023
Root mean prior squared error
0.4991 ± 0
Root mean squared error
0.2407 ± 0.0168
Root relative squared error
0.4823 ± 0.0337
SciMark benchmark
1334.0857
UserCPU time millis
590
UserCPU time millis training
590