Run
54960

Run 54960

Task 1723 (Learning Curve) mushroom Uploaded 10-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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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.

21 Evaluation measures

Area under ROC curve
0.881 ± 0.0144
Per class
Build CPU time
0.0023
Build memory
835871109.3333
F measure
0.8863 ± 0.0149
Per class
Kappa
0.7746 ± 0.0292
KB relative information score
0.6512 ± 0.023
Mean absolute error
0.1911 ± 0.0106
Mean prior absolute error
0.4994 ± 0
Number of instances
8124
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8985 ± 0.0128
Per class
Predictive accuracy
0.8868 ± 0.0148
Prior entropy
0.9991 ± 0.0001
Recall
0.8868 ± 0.0148
Per class
Relative absolute error
0.3827 ± 0.0213
Root mean prior squared error
0.4997 ± 0
Root mean squared error
0.3093 ± 0.0174
Root relative squared error
0.619 ± 0.0349
SciMark benchmark
1606.2579