DEVELOPMENT... OpenML
Run
144293

Run 144293

Task 3591 (Supervised Classification) bank8FM Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.9847
Per class
F measure
0.936
Per class
Kappa
0.8669
KB relative information score
6920.1843
Mean absolute error
0.0762
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
0.936
Per class
Predictive accuracy
0.936
Prior entropy
0.9731
Recall
0.936
Per class
Relative absolute error
0.1583
Root mean prior squared error
0.4906
Root mean squared error
0.2212
Root relative squared error
0.4509
SciMark benchmark
935.8986
UserCPU time millis
5420
UserCPU time millis testing
70
UserCPU time millis training
5350