Run
393633

Run 393633

Task 2117 (Supervised Classification) adult Uploaded 10-04-2015 by Joaquin Vanschoren
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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
0.9065
Per class
Cross-validation details (33% Holdout set)
F measure
0.8436
Per class
Cross-validation details (33% Holdout set)
Kappa
0.587
Cross-validation details (33% Holdout set)
KB relative information score
7026.9565
Cross-validation details (33% Holdout set)
Mean absolute error
0.1886
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3658
Cross-validation details (33% Holdout set)
Number of instances
16117
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8506
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8396
Cross-validation details (33% Holdout set)
Prior entropy
0.7939
Cross-validation details (33% Holdout set)
Recall
0.8396
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5156
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4287
Cross-validation details (33% Holdout set)
Root mean squared error
0.338
Cross-validation details (33% Holdout set)
Root relative squared error
0.7884
Cross-validation details (33% Holdout set)
SciMark benchmark
945.0194
UserCPU time millis
630
Cross-validation details (33% Holdout set)
UserCPU time millis testing
400
Cross-validation details (33% Holdout set)
UserCPU time millis training
230
Cross-validation details (33% Holdout set)