Run
503965

Run 503965

Task 10069 (Learning Curve) mozilla4 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
0.9364 ± 0.0097
Per class
F measure
0.9443 ± 0.0063
Per class
Kappa
0.8721 ± 0.0146
KB relative information score
12661.4522 ± 22.8417
Mean absolute error
0.0883 ± 0.0078
Mean prior absolute error
0.4412 ± 0.0001
Number of instances
15545
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.9469 ± 0.0061
Per class
Predictive accuracy
0.9453 ± 0.0062
Prior entropy
0.9135
Recall
0.9453 ± 0.0062
Per class
Relative absolute error
0.2 ± 0.0176
Root mean prior squared error
0.4697 ± 0.0001
Root mean squared error
0.2221 ± 0.0111
Root relative squared error
0.4728 ± 0.0237
SciMark benchmark
1204.6541
UserCPU time millis
3730
UserCPU time millis testing
10
UserCPU time millis training
3720