Run
54500

Run 54500

Task 1757 (Learning Curve) waveform-5000 Uploaded 09-11-2014 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.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

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
0.9685 ± 0.0056
Per class
Build CPU time
0.1148
Build memory
382978528.9714
F measure
0.8507 ± 0.0177
Per class
Kappa
0.7769 ± 0.0265
KB relative information score
0.7655 ± 0.0162
Mean absolute error
0.1222 ± 0.0075
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.8519 ± 0.0183
Per class
Predictive accuracy
0.8512 ± 0.0176
Prior entropy
1.5849 ± 0
Recall
0.8512 ± 0.0176
Per class
Relative absolute error
0.275 ± 0.0168
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.2624 ± 0.0136
Root relative squared error
0.5567 ± 0.0288
SciMark benchmark
1853.1129