DEVELOPMENT... OpenML
Run
148024

Run 148024

Task 3591 (Supervised Classification) bank8FM Uploaded 03-02-2015 by Felicia West
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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
0.8764
Per class
F measure
0.7877
Per class
Kappa
0.5557
KB relative information score
3066.2398
Mean absolute error
0.3219
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8097
Per class
Predictive accuracy
0.7972
Prior entropy
0.9731
Recall
0.7972
Per class
Relative absolute error
0.6685
Root mean prior squared error
0.4906
Root mean squared error
0.3818
Root relative squared error
0.7782
SciMark benchmark
901.0726
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30