Run
568566

Run 568566

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 28-04-2016 by Jan van Rijn
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M2

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
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
783.2482
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3567
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1079.0849
UserCPU time millis
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
UserCPU time millis training
100
Cross-validation details (10-fold Crossvalidation)