Run
1811006

Run 1811006

Task 9902 (Supervised Classification) autoUniv-au6-1000 Uploaded 05-08-2016 by Jan van Rijn
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H10

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.

17 Evaluation measures

Area under ROC curve
0.4908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.0618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2147
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.135
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.139
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9228
Cross-validation details (10-fold Crossvalidation)
Recall
0.139
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2962
Cross-validation details (10-fold Crossvalidation)