DEVELOPMENT... OpenML
Run
108346

Run 108346

Task 3859 (Supervised Classification) prnn_fglass 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)_I80
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
0.8397
Per class
Build CPU time
0.7705
Build memory
2782760700.7851
F measure
0.8505
Per class
Kappa
0.6735
KB relative information score
138.522
Mean absolute error
0.1564
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8505
Per class
Predictive accuracy
0.8505
Prior entropy
0.9397
Recall
0.8505
Per class
Relative absolute error
0.3413
Root mean prior squared error
0.4786
Root mean squared error
0.3901
Root relative squared error
0.8151
SciMark benchmark
934.281