Run
2325203

Run 2325203

Task 20 (Supervised Classification) mfeat-pixel Uploaded 23-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultilayerPerceptron(8)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(8)_L0.3
weka.MultilayerPerceptron(8)_M0.2
weka.MultilayerPerceptron(8)_N100
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S0
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_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
0.9975 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9715 ± 0.0094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9683 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1944.062 ± 1.2895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0069 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9716 ± 0.0091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9715 ± 0.0094
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9715 ± 0.0094
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0383 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0648 ± 0.0077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.216 ± 0.0257
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1488.2052
UserCPU time millis
4703470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
21000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4682470
Cross-validation details (10-fold Crossvalidation)