Run
549427

Run 549427

Task 3984 (Supervised Classification) AP_Breast_Lung Uploaded 08-04-2016 by Jan van Rijn
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Flow

weka.HoeffdingTree(4)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(4)_L2
weka.HoeffdingTree(4)_S1
weka.HoeffdingTree(4)_E1.0E-7
weka.HoeffdingTree(4)_H0.05
weka.HoeffdingTree(4)_M0.01
weka.HoeffdingTree(4)_G200.0
weka.HoeffdingTree(4)_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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
399.3918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3929
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8401
Cross-validation details (10-fold Crossvalidation)
Recall
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.443
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5207
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
870.6684
UserCPU time millis
9650
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6550
Cross-validation details (10-fold Crossvalidation)