Run
503386

Run 503386

Task 10084 (Learning Curve) profb 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
0.6466 ± 0.0569
Per class
F measure
0.6724 ± 0.0524
Per class
Kappa
0.2432 ± 0.1155
KB relative information score
93.542 ± 4.021
Mean absolute error
0.3869 ± 0.0214
Mean prior absolute error
0.4446 ± 0.0026
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.6955 ± 0.0756
Per class
Predictive accuracy
0.7098 ± 0.0464
Prior entropy
0.9188
Recall
0.7098 ± 0.0464
Per class
Relative absolute error
0.8702 ± 0.0466
Root mean prior squared error
0.4714 ± 0.0027
Root mean squared error
0.4582 ± 0.0306
Root relative squared error
0.9719 ± 0.0629
SciMark benchmark
1648.7758
UserCPU time millis
140
UserCPU time millis training
140