Run
506284

Run 506284

Task 3021 (Supervised Classification) sick Uploaded 17-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.10515997302161574
weka.MultilayerPerceptron(4)_M0.6223915626964449
weka.MultilayerPerceptron(4)_N647
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E6
weka.MultilayerPerceptron(4)_Ho
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
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2218.4037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0387
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6413
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.8211
UserCPU time millis
5620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5600
Cross-validation details (10-fold Crossvalidation)