Run
506710

Run 506710

Task 35 (Supervised Classification) dermatology Uploaded 21-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.19899646153353667
weka.MultilayerPerceptron(4)_M0.6275577765887174
weka.MultilayerPerceptron(4)_N5426
weka.MultilayerPerceptron(4)_V17
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E67
weka.MultilayerPerceptron(4)_Ha
weka.MultilayerPerceptron(4)_Ctrue
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
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9781
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.1968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0417
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9781
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9781
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0904
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2478
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.3948
UserCPU time millis
386220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
386190
Cross-validation details (10-fold Crossvalidation)