Run
506791

Run 506791

Task 9969 (Supervised Classification) thoracic-surgery Uploaded 25-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.25508259228040087
weka.MultilayerPerceptron(4)_M0.2700344458791648
weka.MultilayerPerceptron(4)_N700
weka.MultilayerPerceptron(4)_V8
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E87
weka.MultilayerPerceptron(4)_Ho
weka.MultilayerPerceptron(4)_Ctrue

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
0.6011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.781
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-66.776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2538
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.7455
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9968
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0099
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1224.0007
UserCPU time millis
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10-fold Crossvalidation)