DEVELOPMENT... OpenML
Run
147922

Run 147922

Task 3481 (Supervised Classification) isolet 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
0.7397
Per class
F measure
0.0191
Per class
Kappa
0.0451
KB relative information score
1443.2242
Mean absolute error
0.0715
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.0627
Per class
Predictive accuracy
0.0818
Prior entropy
4.7004
Recall
0.0818
Per class
Relative absolute error
0.9662
Root mean prior squared error
0.1923
Root mean squared error
0.189
Root relative squared error
0.9826
SciMark benchmark
947.9494
UserCPU time millis
2380
UserCPU time millis testing
30
UserCPU time millis training
2350