DEVELOPMENT... OpenML
Run
120356

Run 120356

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.8799
Per class
Build CPU time
3.4389
Build memory
1387968075.2505
F measure
0.9341
Per class
Kappa
0.7144
KB relative information score
304.6434
Mean absolute error
0.0656
Mean prior absolute error
0.2343
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
0.9335
Per class
Predictive accuracy
0.9347
Prior entropy
0.5744
Recall
0.9347
Per class
Relative absolute error
0.2798
Root mean prior squared error
0.3414
Root mean squared error
0.2553
Root relative squared error
0.7478
SciMark benchmark
916.8903