DEVELOPMENT... OpenML
Run
117649

Run 117649

Task 3591 (Supervised Classification) bank8FM Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I40
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.9858
Per class
Build CPU time
28.8923
Build memory
840036731.9268
F measure
0.9343
Per class
Kappa
0.8633
KB relative information score
6977.9789
Mean absolute error
0.0715
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9342
Per class
Predictive accuracy
0.9343
Prior entropy
0.9731
Recall
0.9343
Per class
Relative absolute error
0.1485
Root mean prior squared error
0.4906
Root mean squared error
0.2294
Root relative squared error
0.4676
SciMark benchmark
924.6733