DEVELOPMENT... OpenML
Run
145263

Run 145263

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_BFTree(2)_I10
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_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
0.9955
Per class
F measure
0.9244
Per class
Kappa
0.9161
KB relative information score
1856.1029
Mean absolute error
0.0153
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9245
Per class
Predictive accuracy
0.9245
Prior entropy
3.3219
Recall
0.9245
Per class
Relative absolute error
0.0852
Root mean prior squared error
0.3
Root mean squared error
0.1086
Root relative squared error
0.362
SciMark benchmark
935.8834
UserCPU time millis
17430
UserCPU time millis testing
10
UserCPU time millis training
17420