DEVELOPMENT... OpenML
Run
145987

Run 145987

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

weka.AdaBoostM1_J48(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_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9409
Per class
F measure
0.94
Per class
Kappa
0.8753
KB relative information score
7158.548
Mean absolute error
0.0597
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.94
Per class
Predictive accuracy
0.9401
Prior entropy
0.9731
Recall
0.9401
Per class
Relative absolute error
0.124
Root mean prior squared error
0.4906
Root mean squared error
0.2438
Root relative squared error
0.4969
SciMark benchmark
831.3777
UserCPU time millis
107130
UserCPU time millis testing
2030
UserCPU time millis training
105100