DEVELOPMENT... OpenML
Run
147845

Run 147845

Task 221 (Supervised Classification) Hyperplane_10_1E-4 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
0.6507 ± 0.0183
Per class
F measure
0.6363 ± 0.0017
Per class
Kappa
0.2726 ± 0.0034
KB relative information score
0.0949 ± 0.0011
Mean absolute error
0.1851 ± 0.0002
Mean prior absolute error
0.2 ± 0
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
0.6363 ± 0.0017
Per class
Predictive accuracy
0.6363 ± 0.0017
Prior entropy
1 ± 0
Recall
0.6363 ± 0.0017
Per class
Relative absolute error
0.9256 ± 0.0008
Root mean prior squared error
0.3162 ± 0
Root mean squared error
0.3035 ± 0.0008
Root relative squared error
0.9596 ± 0.0025
SciMark benchmark
947.9494
UserCPU time millis
11090
UserCPU time millis testing
1120
UserCPU time millis training
9970