DEVELOPMENT... OpenML
Run
147891

Run 147891

Task 2264 (Supervised Classification) BNG(hepatitis) 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.Dagging_DecisionStump(2)Ting, K. M., Witten, I. H.: Stacking Bagged and Dagged Models. In: Fourteenth international Conference on Machine Learning, San Francisco, CA, 367-375, 1997.
weka.Dagging_DecisionStump(2)_F10
weka.Dagging_DecisionStump(2)_S1
weka.Dagging_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.6938
Per class
F measure
0.8274
Per class
Kappa
0.4456
KB relative information score
222163.7851
Mean absolute error
0.2597
Mean prior absolute error
0.3293
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8269
Per class
Predictive accuracy
0.8404
Prior entropy
0.7373
Recall
0.8404
Per class
Relative absolute error
0.7887
Root mean prior squared error
0.4057
Root mean squared error
0.3603
Root relative squared error
0.8881
SciMark benchmark
901.0726
UserCPU time millis
11870
UserCPU time millis testing
810
UserCPU time millis training
11060