Run
503385

Run 503385

Task 10083 (Learning Curve) pc4 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
0.7908 ± 0.0838
Per class
F measure
0.885 ± 0.0255
Per class
Kappa
0.4225 ± 0.1648
KB relative information score
220.834 ± 31.9704
Mean absolute error
0.1341 ± 0.0237
Mean prior absolute error
0.2148 ± 0.0021
Number of instances
1458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.8816 ± 0.0339
Per class
Predictive accuracy
0.8951 ± 0.0183
Prior entropy
0.5368
Recall
0.8951 ± 0.0183
Per class
Relative absolute error
0.6246 ± 0.114
Root mean prior squared error
0.3274 ± 0.0032
Root mean squared error
0.2951 ± 0.0224
Root relative squared error
0.9014 ± 0.0673
SciMark benchmark
1317.3998
UserCPU time millis
160
UserCPU time millis training
160