Run
503956

Run 503956

Task 10051 (Learning Curve) gina_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
0.8658 ± 0.0287
Per class
F measure
0.8717 ± 0.019
Per class
Kappa
0.7433 ± 0.0381
KB relative information score
2435.2482 ± 15.8472
Mean absolute error
0.1559 ± 0.0243
Mean prior absolute error
0.4999 ± 0
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8717 ± 0.0197
Per class
Predictive accuracy
0.8717 ± 0.019
Prior entropy
0.9998
Recall
0.8717 ± 0.019
Per class
Relative absolute error
0.3119 ± 0.0486
Root mean prior squared error
0.4999 ± 0
Root mean squared error
0.3444 ± 0.0248
Root relative squared error
0.6889 ± 0.0496
SciMark benchmark
945.1219
UserCPU time millis
25700
UserCPU time millis training
25700