Run
503953

Run 503953

Task 2094 (Learning Curve) adult 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
0.8507 ± 0.0099
Per class
F measure
0.8445 ± 0.0041
Per class
Kappa
0.5569 ± 0.0121
KB relative information score
19374.7849 ± 39.0088
Mean absolute error
0.2139 ± 0.0028
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.8448 ± 0.0043
Per class
Predictive accuracy
0.8519 ± 0.0038
Prior entropy
0.7939
Recall
0.8519 ± 0.0038
Per class
Relative absolute error
0.5876 ± 0.0077
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3342 ± 0.0042
Root relative squared error
0.7833 ± 0.0099
SciMark benchmark
1633.8666
UserCPU time millis
183740
UserCPU time millis testing
20
UserCPU time millis training
183720