Run
180972

Run 180972

Task 4254 (Supervised Classification) analcatdata_authorship Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.967
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.957
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9373
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
7890.7023
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0215
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
8410
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9578
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9571
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9571
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0624
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1465
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.3534
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1359.379
UserCPU time millis
280
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
130
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
150
Cross-validation details (10 times 10-fold Crossvalidation)