Run
537442

Run 537442

Task 21 (Supervised Classification) car Uploaded 16-03-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.28
weka.MultilayerPerceptron(4)_M0.19
weka.MultilayerPerceptron(4)_N8992
weka.MultilayerPerceptron(4)_V20
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E40
weka.MultilayerPerceptron(4)_Ho
weka.MultilayerPerceptron(4)_Itrue
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
0.9898
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1131.0499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0968
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8999
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5733
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1216.6349
UserCPU time millis
53950
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
53940
Cross-validation details (10-fold Crossvalidation)