DEVELOPMENT... OpenML
Run
128672

Run 128672

Task 54 (Supervised Classification) hepatitis 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
0.7067
Per class
Build CPU time
0.0067
Build memory
810792604.3871
F measure
0.7511
Per class
Kappa
0.189
KB relative information score
32.6194
Mean absolute error
0.2204
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7404
Per class
Predictive accuracy
0.7742
Prior entropy
0.7418
Recall
0.7742
Per class
Relative absolute error
0.6682
Root mean prior squared error
0.4048
Root mean squared error
0.4194
Root relative squared error
1.0362
SciMark benchmark
929.5397