Run
536638

Run 536638

Task 24 (Supervised Classification) mushroom Uploaded 13-03-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.55
weka.MultilayerPerceptron(4)_M0.55
weka.MultilayerPerceptron(4)_N7993
weka.MultilayerPerceptron(4)_V10
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E30
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Hi
weka.MultilayerPerceptron(4)_Ctrue
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Rtrue

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
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6807.4782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0896
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
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2232
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4467
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.5182
UserCPU time millis
14880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
14830
Cross-validation details (10-fold Crossvalidation)