Run
222678

Run 222678

Task 4367 (Supervised Classification) fri_c4_1000_50 Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.DTNB(3)Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
weka.DTNB(3)_X1

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
0.928
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8574
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7123
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
5994.7858
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2091
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8603
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8569
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8569
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4243
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3217
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.648
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
937.1527
UserCPU time millis
16480
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
16470
Cross-validation details (10 times 10-fold Crossvalidation)