Run
55007

Run 55007

Task 1719 (Learning Curve) mfeat-pixel Uploaded 10-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
Issue #Downvotes for this reason By


Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

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
0.9929 ± 0.0033
Per class
Build CPU time
2.599
Build memory
1023165838.9091
F measure
0.9204 ± 0.015
Per class
Kappa
0.9117 ± 0.016
KB relative information score
0.8046 ± 0.0112
Mean absolute error
0.0586 ± 0.0028
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9211 ± 0.0146
Per class
Predictive accuracy
0.9205 ± 0.0144
Prior entropy
3.3219
Recall
0.9205 ± 0.0144
Per class
Relative absolute error
0.3257 ± 0.0158
Root mean prior squared error
0.3
Root mean squared error
0.1371 ± 0.0049
Root relative squared error
0.4569 ± 0.0165
SciMark benchmark
1853.1129