DEVELOPMENT... OpenML
Run
121458

Run 121458

Task 3633 (Supervised Classification) analcatdata_apnea1 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)_I80
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
0.81
Per class
Build CPU time
14.3353
Build memory
332154400.2358
F measure
0.9188
Per class
Kappa
0.6324
KB relative information score
256.5768
Mean absolute error
0.0803
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9179
Per class
Predictive accuracy
0.92
Prior entropy
0.5574
Recall
0.92
Per class
Relative absolute error
0.3569
Root mean prior squared error
0.3346
Root mean squared error
0.2828
Root relative squared error
0.8454
SciMark benchmark
937.6343