Run
2347700

Run 2347700

Task 28 (Supervised Classification) optdigits Uploaded 27-05-2017 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)_Ho
weka.MultilayerPerceptron(8)_Dtrue

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
0.9977 ± 0.0011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9664 ± 0.0083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9626 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5206.791 ± 3.2923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0256 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9664 ± 0.0082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9664 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9664 ± 0.0083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1423 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0804 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2681 ± 0.0189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1547.3261
UserCPU time millis
6260
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6190
Cross-validation details (10-fold Crossvalidation)