DEVELOPMENT... OpenML
Run
128957

Run 128957

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 25-12-2014 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_OneR(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_OneR(2)_I20
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.9341
Per class
Build CPU time
0.0107
Build memory
1164809185.1116
F measure
0.9072
Per class
Kappa
0.593
KB relative information score
207.5715
Mean absolute error
0.1109
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
0.9057
Per class
Predictive accuracy
0.9095
Prior entropy
0.5744
Recall
0.9095
Per class
Relative absolute error
0.4733
Root mean prior squared error
0.3414
Root mean squared error
0.2372
Root relative squared error
0.6948
SciMark benchmark
909.5718