Run
433945

Run 433945

Task 85 (Learning Curve) nursery Uploaded 12-05-2015 by Joaquin Vanschoren
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Flow

weka.Dagging_DecisionStump(3)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(3)_F10
weka.Dagging_DecisionStump(3)_S1
weka.Dagging_DecisionStump(3)_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.

20 Evaluation measures

Area under ROC curve
0.8281 ± 0.0001
Per class
Kappa
0.4959 ± 0.0004
KB relative information score
0.535 ± 0.0012
Mean absolute error
0.1429 ± 0.0001
Mean prior absolute error
0.273 ± 0.0001
Number of instances
129600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.6625 ± 0.0004
Prior entropy
1.7165 ± 0.0037
Recall
0.6625 ± 0.0004
Per class
Relative absolute error
0.5232 ± 0.0002
Root mean prior squared error
0.3695 ± 0.0001
Root mean squared error
0.2673 ± 0.0002
Root relative squared error
0.7234 ± 0.0003
SciMark benchmark
934.8058
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10