Run
200897

Run 200897

Task 284 (Supervised Classification) hepatitis Uploaded 27-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.7328
Per class
Cross-validation details (33% Holdout set)
F measure
0.7983
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4563
Cross-validation details (33% Holdout set)
KB relative information score
16.3338
Cross-validation details (33% Holdout set)
Mean absolute error
0.224
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3579
Cross-validation details (33% Holdout set)
Number of instances
51
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
0.7955
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8039
Cross-validation details (33% Holdout set)
Prior entropy
0.7418
Cross-validation details (33% Holdout set)
Recall
0.8039
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6258
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4381
Cross-validation details (33% Holdout set)
Root mean squared error
0.4007
Cross-validation details (33% Holdout set)
Root relative squared error
0.9147
Cross-validation details (33% Holdout set)
SciMark benchmark
854.5188
UserCPU time millis
10
UserCPU time millis testing
10