DEVELOPMENT... OpenML
Run
120386

Run 120386

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

weka.AdaBoostM1_LMT(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_LMT(2)_I20
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9545
Per class
Build CPU time
159.176
Build memory
201715322.416
F measure
0.9382
Per class
Kappa
0.8717
KB relative information score
7127.0677
Mean absolute error
0.0615
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
0.9382
Per class
Predictive accuracy
0.9382
Prior entropy
0.9731
Recall
0.9382
Per class
Relative absolute error
0.1278
Root mean prior squared error
0.4906
Root mean squared error
0.2439
Root relative squared error
0.497
SciMark benchmark
937.9603