DEVELOPMENT... OpenML
Run
120825

Run 120825

Task 3021 (Supervised Classification) sick Uploaded 11-12-2014 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
0.9635
Per class
Build CPU time
258.6798
Build memory
648882289.6607
F measure
0.9915
Per class
Kappa
0.9262
KB relative information score
3366.453
Mean absolute error
0.0085
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9915
Per class
Predictive accuracy
0.9915
Prior entropy
0.3333
Recall
0.9915
Per class
Relative absolute error
0.0737
Root mean prior squared error
0.2398
Root mean squared error
0.092
Root relative squared error
0.3836
SciMark benchmark
933.4498