Run
47463

Run 47463

Task 1735 (Learning Curve) segment Uploaded 05-11-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
Issue #Downvotes for this reason By


Flow

weka.NaiveBayesUpdateable(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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.

21 Evaluation measures

Area under ROC curve
0.967 ± 0.0046
Per class
Build CPU time
0.0016
Build memory
1867115187.0667
F measure
0.7784 ± 0.0162
Per class
Kappa
0.7672 ± 0.0155
KB relative information score
0.7895 ± 0.0131
Mean absolute error
0.0575 ± 0.0031
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8189 ± 0.0281
Per class
Predictive accuracy
0.8004 ± 0.0133
Prior entropy
2.8074
Recall
0.8004 ± 0.0133
Per class
Relative absolute error
0.2349 ± 0.0126
Root mean prior squared error
0.3499
Root mean squared error
0.2293 ± 0.0077
Root relative squared error
0.6552 ± 0.022
SciMark benchmark
1193.7396