DEVELOPMENT... OpenML
Run
145719

Run 145719

Task 4001 (Supervised Classification) pc1_req 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
0.5612
Per class
F measure
0.6312
Per class
Kappa
0.1478
KB relative information score
20.0627
Mean absolute error
0.4086
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6336
Per class
Predictive accuracy
0.6656
Prior entropy
0.9204
Recall
0.6656
Per class
Relative absolute error
0.9173
Root mean prior squared error
0.4718
Root mean squared error
0.4976
Root relative squared error
1.0547
SciMark benchmark
947.0793
UserCPU time millis
210
UserCPU time millis training
210