Run
503383

Run 503383

Task 10081 (Learning Curve) pc2 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
0.5088 ± 0.0474
Per class
F measure
0.994
Per class
Kappa
0.0729 ± 0.089
KB relative information score
-903.6688 ± 301.6632
Mean absolute error
0.0082 ± 0.001
Mean prior absolute error
0.0084 ± 0.0009
Number of instances
5589
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.993
Per class
Predictive accuracy
0.9955 ± 0.0017
Prior entropy
0.0399
Recall
0.9955 ± 0.0017
Per class
Relative absolute error
0.9803 ± 0.0349
Root mean prior squared error
0.064 ± 0.0064
Root mean squared error
0.0669 ± 0.0117
Root relative squared error
1.0449 ± 0.0966
SciMark benchmark
1317.3998
UserCPU time millis
260
UserCPU time millis training
260