Run
584356

Run 584356

Task 52 (Supervised Classification) heart-statlog Uploaded 11-06-2016 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)_N5000
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H0

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
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
160.9252
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8451
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1918.4916
UserCPU time millis
812.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
812.5
Cross-validation details (10-fold Crossvalidation)