Run
433871

Run 433871

Task 97 (Learning Curve) ecoli 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
0.8869 ± 0.0491
Per class
Kappa
0.449 ± 0.0266
KB relative information score
0.372 ± 0.0296
Mean absolute error
0.1313 ± 0.0036
Mean prior absolute error
0.1828 ± 0.0012
Number of instances
3360
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.6458 ± 0.0186
Prior entropy
2.1906 ± 0.0868
Recall
0.6458 ± 0.0186
Per class
Relative absolute error
0.7184 ± 0.0168
Root mean prior squared error
0.3016 ± 0.0021
Root mean squared error
0.2465 ± 0.0079
Root relative squared error
0.8171 ± 0.0235
SciMark benchmark
913.9348