Run
506785

Run 506785

Task 3907 (Supervised Classification) mc1 Uploaded 24-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.38352050162134843
weka.MultilayerPerceptron(4)_M0.299581964122352
weka.MultilayerPerceptron(4)_N6865
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E4
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Ha
weka.MultilayerPerceptron(4)_Ctrue
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
0.9223
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-38519.9974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9929
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0788
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9335
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.1367
UserCPU time millis
1272630
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1272510
Cross-validation details (10-fold Crossvalidation)