DEVELOPMENT... OpenML
Run
148474

Run 148474

Task 42 (Supervised Classification) haberman Uploaded 03-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

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.

22 Evaluation measures

Area under ROC curve
0.6621
Per class
F measure
0.6941
Per class
Kappa
0.1703
KB relative information score
-9.4993
Mean absolute error
0.3877
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6879
Per class
Predictive accuracy
0.7255
Prior entropy
0.836
Recall
0.7255
Per class
Relative absolute error
0.9941
Root mean prior squared error
0.4412
Root mean squared error
0.4272
Root relative squared error
0.9684
SciMark benchmark
929.566
UserCPU time millis
170
UserCPU time millis testing
10
UserCPU time millis training
160