Run
54598

Run 54598

Task 1728 (Learning Curve) credit-approval 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.MultilayerPerceptron(2)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(2)_E20
weka.MultilayerPerceptron(2)_Ha
weka.MultilayerPerceptron(2)_L0.3
weka.MultilayerPerceptron(2)_M0.2
weka.MultilayerPerceptron(2)_N500
weka.MultilayerPerceptron(2)_S0
weka.MultilayerPerceptron(2)_V0

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
0.8842 ± 0.0406
Per class
Build CPU time
2.9272
Build memory
109735450.4
F measure
0.8202 ± 0.0446
Per class
Kappa
0.6357 ± 0.0903
KB relative information score
0.6242 ± 0.0947
Mean absolute error
0.1855 ± 0.047
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8201 ± 0.0426
Per class
Predictive accuracy
0.8203 ± 0.0439
Prior entropy
0.9912 ± 0.0022
Recall
0.8203 ± 0.0439
Per class
Relative absolute error
0.3755 ± 0.0954
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3983 ± 0.0508
Root relative squared error
0.8016 ± 0.1028
SciMark benchmark
1769.7895