DEVELOPMENT... OpenML
Run
106991

Run 106991

Task 1788 (Supervised Classification) mushroom Uploaded 09-12-2014 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)_I20
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.

21 Evaluation measures

Area under ROC curve
1
Per class
Build CPU time
26.8305
Build memory
813812666.4
F measure
0.9994
Per class
Kappa
0.9987
KB relative information score
40577.1129
Mean absolute error
0.0005
Mean prior absolute error
0.4994
Number of instances
40620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9994
Per class
Predictive accuracy
0.9994
Prior entropy
0.9991
Recall
0.9994
Per class
Relative absolute error
0.001
Root mean prior squared error
0.4997
Root mean squared error
0.0169
Root relative squared error
0.0339
SciMark benchmark
939.4404