Run
570355

Run 570355

Task 9979 (Supervised Classification) cardiotocography Uploaded 01-05-2016 by Jan van Rijn
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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
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
996.971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1163
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.6643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.6994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7426
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
645.7496
UserCPU time millis
4700
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4690
Cross-validation details (10-fold Crossvalidation)