Run
219889

Run 219889

Task 266 (Supervised Classification) segment Uploaded 01-03-2015 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.HoeffdingTree(3)Geoff Hulten, Laurie Spencer, Pedro Domingos: Mining time-changing data streams. In: ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, 97-106, 2001.
weka.HoeffdingTree(3)_L2
weka.HoeffdingTree(3)_S1
weka.HoeffdingTree(3)_E1.0E-7
weka.HoeffdingTree(3)_H0.05
weka.HoeffdingTree(3)_M0.01
weka.HoeffdingTree(3)_G200.0
weka.HoeffdingTree(3)_N0.0

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
0.9609
Per class
Cross-validation details (33% Holdout set)
F measure
0.7747
Per class
Cross-validation details (33% Holdout set)
Kappa
0.759
Cross-validation details (33% Holdout set)
KB relative information score
595.2604
Cross-validation details (33% Holdout set)
Mean absolute error
0.0593
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2449
Cross-validation details (33% Holdout set)
Number of instances
762
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8024
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.794
Cross-validation details (33% Holdout set)
Prior entropy
2.8074
Cross-validation details (33% Holdout set)
Recall
0.794
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2421
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3499
Cross-validation details (33% Holdout set)
Root mean squared error
0.2345
Cross-validation details (33% Holdout set)
Root relative squared error
0.6702
Cross-validation details (33% Holdout set)
SciMark benchmark
1363.434
UserCPU time millis
220
Cross-validation details (33% Holdout set)
UserCPU time millis testing
100
Cross-validation details (33% Holdout set)
UserCPU time millis training
120
Cross-validation details (33% Holdout set)