Run
503949

Run 503949

Task 10042 (Learning Curve) ada_prior 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
0.8365 ± 0.0251
Per class
F measure
0.839 ± 0.0221
Per class
Kappa
0.5488 ± 0.0634
KB relative information score
1824.2726 ± 26.9663
Mean absolute error
0.22 ± 0.0172
Mean prior absolute error
0.3732 ± 0.0004
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8432 ± 0.0226
Per class
Predictive accuracy
0.8492 ± 0.0195
Prior entropy
0.8085
Recall
0.8492 ± 0.0195
Per class
Relative absolute error
0.5895 ± 0.046
Root mean prior squared error
0.4319 ± 0.0005
Root mean squared error
0.3439 ± 0.0203
Root relative squared error
0.7961 ± 0.0468
SciMark benchmark
945.1219
UserCPU time millis
4240
UserCPU time millis testing
10
UserCPU time millis training
4230