Run
554050

Run 554050

Task 3880 (Supervised Classification) arrhythmia Uploaded 10-04-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H1

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
0.7432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
170.5483
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.7489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.7257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9206
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.908
UserCPU time millis
1546.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
78.125
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1468.75
Cross-validation details (10-fold Crossvalidation)