Run
506702

Run 506702

Task 9963 (Supervised Classification) seismic-bumps Uploaded 21-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.4154142787004568
weka.MultilayerPerceptron(4)_M0.5464330028125286
weka.MultilayerPerceptron(4)_N926
weka.MultilayerPerceptron(4)_V11
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E92
weka.MultilayerPerceptron(4)_Btrue
weka.MultilayerPerceptron(4)_Hi
weka.MultilayerPerceptron(4)_Itrue
weka.MultilayerPerceptron(4)_Rtrue
weka.MultilayerPerceptron(4)_Dtrue

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
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.4313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1525
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.8961
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10-fold Crossvalidation)