DEVELOPMENT... OpenML
Run
119779

Run 119779

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 10-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_I10
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
0.8732
Per class
Build CPU time
2.1057
Build memory
133341800.9263
F measure
0.9188
Per class
Kappa
0.6231
KB relative information score
274.1351
Mean absolute error
0.073
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
0.9174
Per class
Predictive accuracy
0.9221
Prior entropy
0.5574
Recall
0.9221
Per class
Relative absolute error
0.3245
Root mean prior squared error
0.3346
Root mean squared error
0.2619
Root relative squared error
0.7829
SciMark benchmark
942.5053