Run
6042625

Run 6042625

Task 53 (Supervised Classification) vehicle Uploaded 22-07-2017 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)_L0.6756817690445565
weka.MultilayerPerceptron(8)_M0.8875030974494332
weka.MultilayerPerceptron(8)_N500
weka.MultilayerPerceptron(8)_V0
weka.MultilayerPerceptron(8)_S1
weka.MultilayerPerceptron(8)_E20
weka.MultilayerPerceptron(8)_Btrue
weka.MultilayerPerceptron(8)_Ht
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
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7603
Cross-validation details (10-fold Crossvalidation)
KB relative information score
632.8561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.546
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1579.778
UserCPU time millis
3680
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3680
Cross-validation details (10-fold Crossvalidation)