Run
252683

Run 252683

Task 4202 (Supervised Classification) grub-damage Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(3)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(3)_L0.3
weka.MultilayerPerceptron(3)_M0.2
weka.MultilayerPerceptron(3)_N500
weka.MultilayerPerceptron(3)_V0
weka.MultilayerPerceptron(3)_S0
weka.MultilayerPerceptron(3)_E20
weka.MultilayerPerceptron(3)_Ha

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.

22 Evaluation measures

Area under ROC curve
0.6531
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4093
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1849
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
406.3914
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3001
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1550
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4094
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4103
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4103
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8248
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4976
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1671
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1349.6645
UserCPU time millis
1990
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1980
Cross-validation details (10 times 10-fold Crossvalidation)