Run
505997

Run 505997

Task 2072 (Supervised Classification) covertype Uploaded 15-01-2016 by Casey Davis
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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)_Ha

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
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62186.168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0901
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.7497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4862
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.232
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.8253
UserCPU time millis
2384470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2381610
Cross-validation details (10-fold Crossvalidation)