Run
506671

Run 506671

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 20-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3322047008158855
weka.MultilayerPerceptron(4)_M0.1745317419016182
weka.MultilayerPerceptron(4)_N7377
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E57
weka.MultilayerPerceptron(4)_Ha
weka.MultilayerPerceptron(4)_Rtrue
weka.MultilayerPerceptron(4)_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
0.6776
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
198.9249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2891
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.3558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9631
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.7329
UserCPU time millis
45610
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
45610
Cross-validation details (10-fold Crossvalidation)