DEVELOPMENT... OpenML
Run
148316

Run 148316

Task 3882 (Supervised Classification) pendigits 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
0.9026
Per class
F measure
0.8467
Per class
KB relative information score
-1407.5533
Mean absolute error
0.1429
Mean prior absolute error
0.1865
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8027
Per class
Predictive accuracy
0.8959
Prior entropy
0.482
Recall
0.8959
Per class
Relative absolute error
0.7662
Root mean prior squared error
0.3054
Root mean squared error
0.2624
Root relative squared error
0.8592
SciMark benchmark
917.7039
UserCPU time millis
70
UserCPU time millis testing
20
UserCPU time millis training
50