Run
503955

Run 503955

Task 10054 (Learning Curve) jm1 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
0.6422 ± 0.0357
Per class
F measure
0.753 ± 0.0141
Per class
Kappa
0.1174 ± 0.0511
KB relative information score
355.4772 ± 30.1454
Mean absolute error
0.28 ± 0.0056
Mean prior absolute error
0.3121 ± 0.0003
Number of instances
10885
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.7697 ± 0.0291
Per class
Predictive accuracy
0.8107 ± 0.0061
Prior entropy
0.7088
Recall
0.8107 ± 0.0061
Per class
Relative absolute error
0.8971 ± 0.0184
Root mean prior squared error
0.395 ± 0.0003
Root mean squared error
0.385 ± 0.0102
Root relative squared error
0.9746 ± 0.0264
SciMark benchmark
1633.8666
UserCPU time millis
3480
UserCPU time millis training
3480