Run
537447

Run 537447

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)_L0.55
weka.MultilayerPerceptron(4)_M0.28
weka.MultilayerPerceptron(4)_N5995
weka.MultilayerPerceptron(4)_V60
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E10
weka.MultilayerPerceptron(4)_Ht
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
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9177
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1466.4911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0464
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
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1223.7497
UserCPU time millis
134860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
134840
Cross-validation details (10-fold Crossvalidation)