Run
537527

Run 537527

Task 24 (Supervised Classification) mushroom Uploaded 17-03-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.73
weka.MultilayerPerceptron(4)_M0.28
weka.MultilayerPerceptron(4)_N1000
weka.MultilayerPerceptron(4)_V20
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E80
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Ho
weka.MultilayerPerceptron(4)_Ctrue
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7565.152
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
8124
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2944
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1206.0924
UserCPU time millis
14630
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
14610
Cross-validation details (10-fold Crossvalidation)