DEVELOPMENT... OpenML
Run
130558

Run 130558

Task 1798 (Supervised Classification) postoperative-patient-data 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)_I160
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
0.3441
Per class
Build CPU time
0.0044
Build memory
161369516.8
F measure
0.5515
Per class
Kappa
-0.1297
KB relative information score
-103.1654
Mean absolute error
0.3407
Mean prior absolute error
0.2871
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5172
Per class
Predictive accuracy
0.5978
Prior entropy
1.0305
Recall
0.5978
Per class
Relative absolute error
1.1867
Root mean prior squared error
0.3755
Root mean squared error
0.4374
Root relative squared error
1.1648
SciMark benchmark
927.3354