Run
549366

Run 549366

Task 3940 (Supervised Classification) leukemia Uploaded 08-04-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • study_15 study_20 weka weka_3.7.13
Issue #Downvotes for this reason By


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
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.4377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0139
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4546
Cross-validation details (10-fold Crossvalidation)
Number of instances
72
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
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9353
Cross-validation details (10-fold Crossvalidation)
Recall
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4761
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1179
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2475
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.1771
UserCPU time millis
1360
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1020
Cross-validation details (10-fold Crossvalidation)