Run
503387

Run 503387

Task 10085 (Learning Curve) sick 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
0.937 ± 0.0501
Per class
F measure
0.9886 ± 0.0051
Per class
Kappa
0.8986 ± 0.0467
KB relative information score
3082.6755 ± 28.0649
Mean absolute error
0.0155 ± 0.007
Mean prior absolute error
0.1152 ± 0.0007
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.9886 ± 0.005
Per class
Predictive accuracy
0.9889 ± 0.0048
Prior entropy
0.3333
Recall
0.9889 ± 0.0048
Per class
Relative absolute error
0.1345 ± 0.0613
Root mean prior squared error
0.2398 ± 0.0014
Root mean squared error
0.1054 ± 0.025
Root relative squared error
0.4397 ± 0.1043
SciMark benchmark
1317.3998
UserCPU time millis
930
UserCPU time millis training
930