Run
280086

Run 280086

Task 259 (Supervised Classification) credit-approval Uploaded 08-03-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LMT(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.LMT(3)_I-1
weka.LMT(3)_M15
weka.LMT(3)_W0.0

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
0.8704
Per class
Cross-validation details (33% Holdout set)
F measure
0.8676
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7367
Cross-validation details (33% Holdout set)
KB relative information score
113.8877
Cross-validation details (33% Holdout set)
Mean absolute error
0.279
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.876
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8678
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8678
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5605
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3422
Cross-validation details (33% Holdout set)
Root relative squared error
0.6833
Cross-validation details (33% Holdout set)
SciMark benchmark
1368.9272
UserCPU time millis
380
Cross-validation details (33% Holdout set)
UserCPU time millis training
380
Cross-validation details (33% Holdout set)