DEVELOPMENT... OpenML
Run
120720

Run 120720

Task 1785 (Supervised Classification) car 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)_I40
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
0.9857
Per class
Build CPU time
100.3619
Build memory
360857098.4
F measure
0.9722
Per class
Kappa
0.9394
KB relative information score
7978.2799
Mean absolute error
0.014
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9726
Per class
Predictive accuracy
0.9721
Prior entropy
1.2099
Recall
0.9721
Per class
Relative absolute error
0.0611
Root mean prior squared error
0.3381
Root mean squared error
0.1168
Root relative squared error
0.3453
SciMark benchmark
927.3354