Run
93846

Run 93846

Task 3695 (Supervised Classification) fri_c2_250_10 Uploaded 08-12-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_B6

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
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0011
Cross-validation details (10-fold Crossvalidation)
Build memory
1028720592.8
Cross-validation details (10-fold Crossvalidation)
F measure
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.3538
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.148
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4633
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9468
Cross-validation details (10-fold Crossvalidation)
Recall
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
893.9645