Run
535921

Run 535921

Task 55 (Supervised Classification) vote Uploaded 10-03-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.91
weka.MultilayerPerceptron(4)_M0.28
weka.MultilayerPerceptron(4)_N1000
weka.MultilayerPerceptron(4)_V90
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E50
weka.MultilayerPerceptron(4)_Hi

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
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.9013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4505
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.8619
UserCPU time millis
150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
150
Cross-validation details (10-fold Crossvalidation)