Run
334608

Run 334608

Task 236 (Supervised Classification) letter Uploaded 26-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.9976
Per class
Cross-validation details (33% Holdout set)
F measure
0.9009
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8966
Cross-validation details (33% Holdout set)
KB relative information score
6039.3136
Cross-validation details (33% Holdout set)
Mean absolute error
0.0102
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.074
Cross-validation details (33% Holdout set)
Number of instances
6600
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.903
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9006
Cross-validation details (33% Holdout set)
Prior entropy
4.6998
Cross-validation details (33% Holdout set)
Recall
0.9006
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1381
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.0735
Cross-validation details (33% Holdout set)
Root relative squared error
0.382
Cross-validation details (33% Holdout set)
SciMark benchmark
1311.7317
UserCPU time millis
590
Cross-validation details (33% Holdout set)
UserCPU time millis testing
470
Cross-validation details (33% Holdout set)
UserCPU time millis training
120
Cross-validation details (33% Holdout set)