DEVELOPMENT... OpenML
Run
120691

Run 120691

Task 1768 (Supervised Classification) labor 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
0.9012
Per class
Build CPU time
0.4921
Build memory
1207282276.2105
F measure
0.8832
Per class
Kappa
0.7417
KB relative information score
208.4269
Mean absolute error
0.1168
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8833
Per class
Predictive accuracy
0.8842
Prior entropy
0.9393
Recall
0.8842
Per class
Relative absolute error
0.2556
Root mean prior squared error
0.4773
Root mean squared error
0.3343
Root relative squared error
0.7004
SciMark benchmark
916.8903

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